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Visit-to-visit HbA1c variability is associated with aortic stiffness progression in participants with type 2 diabetes
BACKGROUND: Glycemic variability plays an important role in the development of cardiovascular disease (CVD). This study aims to determine whether long-term visit-to-visit glycemic variability is associated with aortic stiffness progression in participants with type 2 diabetes (T2D). METHODS: Prospec...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10324236/ https://www.ncbi.nlm.nih.gov/pubmed/37415203 http://dx.doi.org/10.1186/s12933-023-01884-7 |
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author | Fang, Qianhua Shi, Juan Zhang, Jia Peng, Ying Liu, Cong Wei, Xing Hu, Zhuomeng Sun, Lin Hong, Jie Gu, Weiqiong Wang, Weiqing Zhang, Yifei |
author_facet | Fang, Qianhua Shi, Juan Zhang, Jia Peng, Ying Liu, Cong Wei, Xing Hu, Zhuomeng Sun, Lin Hong, Jie Gu, Weiqiong Wang, Weiqing Zhang, Yifei |
author_sort | Fang, Qianhua |
collection | PubMed |
description | BACKGROUND: Glycemic variability plays an important role in the development of cardiovascular disease (CVD). This study aims to determine whether long-term visit-to-visit glycemic variability is associated with aortic stiffness progression in participants with type 2 diabetes (T2D). METHODS: Prospective data were obtained from 2115 T2D participants in the National Metabolic Management Center (MMC) from June 2017 to December 2022. Two brachial-ankle pulse wave velocity (ba-PWV) measurements were performed to assess aortic stiffness over a mean follow-up period of 2.6 years. A multivariate latent class growth mixed model was applied to identify trajectories of blood glucose. Logistic regression models were used to determine the odds ratio (OR) for aortic stiffness associated with glycemic variability evaluated by the coefficient of variation (CV), variability independent of the mean (VIM), average real variability (ARV), and successive variation (SV) of blood glucose. RESULTS: Four distinct trajectories of glycated hemoglobin (HbA1c) or fasting blood glucose (FBG) were identified. In the U-shape class of HbA1c and FBG, the adjusted ORs were 2.17 and 1.21 for having increased/persistently high ba-PWV, respectively. Additionally, HbA1c variability (CV, VIM, SV) was significantly associated with aortic stiffness progression, with ORs ranging from 1.20 to 1.24. Cross-tabulation analysis indicated that the third tertile of the HbA1c mean and VIM conferred a 78% (95% confidence interval [CI] 1.23–2.58) higher odds of aortic stiffness progression. Sensitivity analysis demonstrated that the SD of HbA1c and the highest HbA1c variability score (HVS) were significantly associated with the adverse outcomes independent of the mean of HbA1c during the follow-up. CONCLUSIONS: Long-term visit-to-visit HbA1c variability was independently associated with aortic stiffness progression, suggesting that HbA1c variability was a strong predictor of subclinical atherosclerosis in T2D participants. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-023-01884-7. |
format | Online Article Text |
id | pubmed-10324236 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-103242362023-07-07 Visit-to-visit HbA1c variability is associated with aortic stiffness progression in participants with type 2 diabetes Fang, Qianhua Shi, Juan Zhang, Jia Peng, Ying Liu, Cong Wei, Xing Hu, Zhuomeng Sun, Lin Hong, Jie Gu, Weiqiong Wang, Weiqing Zhang, Yifei Cardiovasc Diabetol Research BACKGROUND: Glycemic variability plays an important role in the development of cardiovascular disease (CVD). This study aims to determine whether long-term visit-to-visit glycemic variability is associated with aortic stiffness progression in participants with type 2 diabetes (T2D). METHODS: Prospective data were obtained from 2115 T2D participants in the National Metabolic Management Center (MMC) from June 2017 to December 2022. Two brachial-ankle pulse wave velocity (ba-PWV) measurements were performed to assess aortic stiffness over a mean follow-up period of 2.6 years. A multivariate latent class growth mixed model was applied to identify trajectories of blood glucose. Logistic regression models were used to determine the odds ratio (OR) for aortic stiffness associated with glycemic variability evaluated by the coefficient of variation (CV), variability independent of the mean (VIM), average real variability (ARV), and successive variation (SV) of blood glucose. RESULTS: Four distinct trajectories of glycated hemoglobin (HbA1c) or fasting blood glucose (FBG) were identified. In the U-shape class of HbA1c and FBG, the adjusted ORs were 2.17 and 1.21 for having increased/persistently high ba-PWV, respectively. Additionally, HbA1c variability (CV, VIM, SV) was significantly associated with aortic stiffness progression, with ORs ranging from 1.20 to 1.24. Cross-tabulation analysis indicated that the third tertile of the HbA1c mean and VIM conferred a 78% (95% confidence interval [CI] 1.23–2.58) higher odds of aortic stiffness progression. Sensitivity analysis demonstrated that the SD of HbA1c and the highest HbA1c variability score (HVS) were significantly associated with the adverse outcomes independent of the mean of HbA1c during the follow-up. CONCLUSIONS: Long-term visit-to-visit HbA1c variability was independently associated with aortic stiffness progression, suggesting that HbA1c variability was a strong predictor of subclinical atherosclerosis in T2D participants. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-023-01884-7. BioMed Central 2023-07-06 /pmc/articles/PMC10324236/ /pubmed/37415203 http://dx.doi.org/10.1186/s12933-023-01884-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Fang, Qianhua Shi, Juan Zhang, Jia Peng, Ying Liu, Cong Wei, Xing Hu, Zhuomeng Sun, Lin Hong, Jie Gu, Weiqiong Wang, Weiqing Zhang, Yifei Visit-to-visit HbA1c variability is associated with aortic stiffness progression in participants with type 2 diabetes |
title | Visit-to-visit HbA1c variability is associated with aortic stiffness progression in participants with type 2 diabetes |
title_full | Visit-to-visit HbA1c variability is associated with aortic stiffness progression in participants with type 2 diabetes |
title_fullStr | Visit-to-visit HbA1c variability is associated with aortic stiffness progression in participants with type 2 diabetes |
title_full_unstemmed | Visit-to-visit HbA1c variability is associated with aortic stiffness progression in participants with type 2 diabetes |
title_short | Visit-to-visit HbA1c variability is associated with aortic stiffness progression in participants with type 2 diabetes |
title_sort | visit-to-visit hba1c variability is associated with aortic stiffness progression in participants with type 2 diabetes |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10324236/ https://www.ncbi.nlm.nih.gov/pubmed/37415203 http://dx.doi.org/10.1186/s12933-023-01884-7 |
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